{"meta":{"query_hash":"439e43349e17","filters":{"venue":"ACCRA"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/439e43349e17","api":"https://metacan.xera.ac/api/v1/cohort?venue=ACCRA"},"results":[{"id":"W3005634343","doi":"10.3917/accra.007.0035","title":"Une étude sur les « Justifications des Appréciations » des auditeurs relatives aux estimations liées au  goodwill","year":2020,"lang":"fr","type":"article","venue":"ACCRA","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Goodwill; Humanities; Political science; Philosophy; Business; Accounting","score_opus":0.05397933210195523,"score_gpt":0.2584443939506678,"score_spread":0.2044650618487126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005634343","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25029302,0.0085649025,0.5556039,0.13397238,0.001077913,0.0011369501,0.00013765173,0.0009573268,0.04825595],"genre_scores_gemma":[0.97281843,0.00078417885,0.006880314,0.0010186416,0.0017418014,0.00011640678,0.00019894446,0.00012124165,0.016320024],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9971112,0.00006777546,0.0007689323,0.0007675435,0.00049108785,0.0007934729],"domain_scores_gemma":[0.9910967,0.0004275922,0.0071164393,0.00048066993,0.0007805487,0.00009810364],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035955233,0.0005033647,0.00042670098,0.00023419624,0.0023479897,0.000749397,0.0007527784,0.00017856731,0.00087981],"category_scores_gemma":[0.031461485,0.000590389,0.00022251913,0.0026151382,0.00094274303,0.0044467077,0.0005538274,0.0005256332,0.0026270358],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024687957,0.000662155,0.2825525,0.0027925642,0.00053112186,0.00003093213,0.009339189,0.023891935,0.000492231,0.3247971,0.07236796,0.2825176],"study_design_scores_gemma":[0.00047610948,0.000028978184,0.5086086,0.00062409905,0.0006168871,0.0000015650996,0.0020796712,0.010722834,0.000027236843,0.007908603,0.46827385,0.00063158176],"about_ca_topic_score_codex":0.005688912,"about_ca_topic_score_gemma":0.004463178,"teacher_disagreement_score":0.7225254,"about_ca_system_score_codex":0.00024427907,"about_ca_system_score_gemma":0.0001583333,"threshold_uncertainty_score":0.99965477},"labels":[],"label_agreement":null},{"id":"W3175639588","doi":"10.3917/accra.011.0085","title":"L’évolution des rôles du contrôleur de gestion à l’ère de la Business Intelligence","year":2021,"lang":"fr","type":"article","venue":"ACCRA","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.05071445639823714,"score_gpt":0.28127556900208983,"score_spread":0.2305611126038527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3175639588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5313588,0.049977228,0.3691836,0.020605573,0.00520961,0.00041042175,0.00006212876,0.0004145886,0.022778064],"genre_scores_gemma":[0.9777346,0.009902695,0.0024599058,0.0014316131,0.0033575383,0.000027326405,0.00019595188,0.00006671096,0.004823627],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99766004,0.0001533115,0.00047678826,0.0005793698,0.00030813747,0.0008223461],"domain_scores_gemma":[0.9973368,0.00044157828,0.00024807436,0.00048409,0.0014333648,0.00005605892],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010455315,0.00039271545,0.00033969182,0.00018705883,0.0005037242,0.001240218,0.00054925,0.00047774368,0.0019354656],"category_scores_gemma":[0.0041618655,0.00043340406,0.00012397938,0.0017332581,0.00078977545,0.0030478006,0.00045275316,0.00044256737,0.00093690405],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012271552,0.0010551903,0.25214416,0.0028291703,0.00012746369,0.0007860134,0.0002915917,0.0027797974,0.0058493414,0.18582606,0.02664091,0.52154756],"study_design_scores_gemma":[0.0003444622,0.000013890931,0.3213642,0.0022507869,0.00039597202,0.00045590044,0.0007504045,0.02375417,0.0045473427,0.04096623,0.6042919,0.0008647487],"about_ca_topic_score_codex":0.006155186,"about_ca_topic_score_gemma":0.0008998993,"teacher_disagreement_score":0.57765096,"about_ca_system_score_codex":0.0003126769,"about_ca_system_score_gemma":0.00036958276,"threshold_uncertainty_score":0.999841},"labels":[],"label_agreement":null},{"id":"W3194108626","doi":"","title":"La gestion des données comptables : une revue de la littérature","year":2003,"lang":"fr","type":"article","venue":"ACCRA","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Equity (law); Earnings; Debt; Political science; Conceptual framework; Welfare economics; Sociology; Business; Economics; Accounting; Finance; Social science","score_opus":0.015337502429040913,"score_gpt":0.2043712761209237,"score_spread":0.1890337736918828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3194108626","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20554249,0.07274994,0.018556025,0.05886213,0.003560072,0.0008135675,0.000018593519,0.0008128838,0.6390843],"genre_scores_gemma":[0.9788257,0.0015294497,0.0025483866,0.0013954998,0.0016159181,0.000011982718,0.000049181075,0.000072685674,0.013951194],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99861753,0.00013866546,0.0002728986,0.00033512912,0.00020174046,0.00043404097],"domain_scores_gemma":[0.9990174,0.00025448803,0.0001886775,0.00024976433,0.0002639025,0.00002577524],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010777353,0.00027103382,0.0002146608,0.00016531393,0.00045955082,0.0010238972,0.00026108738,0.00031646367,0.00067905517],"category_scores_gemma":[0.0009748072,0.00029145682,0.00007786736,0.0012867013,0.0002170035,0.0012231155,0.00014399283,0.0003679531,0.00053361943],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012004061,0.0002933906,0.11922507,0.0016933643,0.000081842794,0.00007380868,0.00018703008,0.0020327594,0.00009879615,0.8047435,0.05788816,0.01367025],"study_design_scores_gemma":[0.00039417285,0.00000825692,0.08225643,0.0008770771,0.0002014994,0.000028963086,0.00069029554,0.000920706,0.000039018993,0.047528543,0.86671257,0.00034246885],"about_ca_topic_score_codex":0.0006158326,"about_ca_topic_score_gemma":0.00016207932,"teacher_disagreement_score":0.8088244,"about_ca_system_score_codex":0.0001199504,"about_ca_system_score_gemma":0.000046454697,"threshold_uncertainty_score":0.99995375},"labels":[],"label_agreement":null},{"id":"W4387170565","doi":"10.3917/accra.018.0059","title":"L’enseignement de la blockchain pour les étudiants en comptabilité : état des lieux et leçons issues du Top 50 mondial des universités.","year":2023,"lang":"fr","type":"article","venue":"ACCRA","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.12062273853137505,"score_gpt":0.41848411043701095,"score_spread":0.2978613719056359,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387170565","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9326343,0.0030264927,0.00015033036,0.057017844,0.00079181936,0.00017648067,0.000026015243,0.00012271952,0.006054012],"genre_scores_gemma":[0.97485924,0.01061541,0.0059446683,0.00022494797,0.0016700634,0.000021399628,0.000026316458,0.000020994332,0.006616954],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99683475,0.0018862705,0.00021328506,0.00030548274,0.0002212562,0.00053893065],"domain_scores_gemma":[0.9958601,0.0036032114,0.00008619752,0.00014498162,0.00014660013,0.00015888941],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0031004297,0.00018018129,0.00020335747,0.00010415141,0.0013812206,0.00006915619,0.00034031723,0.00025331235,0.00043341098],"category_scores_gemma":[0.00096616463,0.00020535689,0.00011306293,0.00054703327,0.002530158,0.0001733031,0.00009867581,0.00023287263,0.00016233776],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008537293,0.00039179536,0.25197077,0.00007098245,0.00015414089,0.000014977877,0.5041216,0.00042803705,0.00027517954,0.20671512,0.015375117,0.020473719],"study_design_scores_gemma":[0.00036190273,0.00007512949,0.31096753,0.000092119495,0.00006474426,0.000004771698,0.558082,0.00019701381,0.000045916764,0.057900455,0.0719556,0.00025284122],"about_ca_topic_score_codex":0.0041436777,"about_ca_topic_score_gemma":0.0013433113,"teacher_disagreement_score":0.14881466,"about_ca_system_score_codex":0.00037508312,"about_ca_system_score_gemma":0.0006327767,"threshold_uncertainty_score":0.9999188},"labels":[],"label_agreement":null}]}